Coastal Improvements for Tide Models: The Impact of ALES Retracker

Since the launch of the first altimetry satellites, ocean tide models have been improved dramatically for deep and shallow waters. However, issues are still found for areas of great interest for climate change investigations: the coastal regions. The purpose of this study is to analyze the influence of the ALES coastal retracker on tide modeling in these regions with respect to a standard open ocean retracker. The approach used to compute the tidal constituents is an updated and along-track version of the Empirical Ocean Tide model developed at DGFI-TUM. The major constituents are derived from a least-square harmonic analysis of sea level residuals based on the FES2014 tide model. The results obtained with ALES are compared with the ones estimated with the standard product. A lower fitting error is found for the ALES solution, especially for distances closer than 20 km from the coast. In comparison with in situ data, the root mean squared error computed with ALES can reach an improvement larger than 2 cm at single locations, with an average impact of over 10% for tidal constituents K 2 , O 1 , and P 1 . For Q 1 , the improvement is over 25%. It was observed that improvements to the root-sum squares are larger for distances closer than 10 km to the coast, independently on the sea state. Finally, the performance of the solutions changes according to the satellite’s flight direction: for tracks approaching land from open ocean root mean square differences larger than 1 cm are found in comparison to tracks going from land to ocean.

[2]  Stefano Vignudelli,et al.  Coastal Altimetry Products in the Strait of Gibraltar , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[3]  Remko Scharroo,et al.  A global positioning system–based climatology for the total electron content in the ionosphere , 2010 .

[4]  Ole Baltazar Andersen,et al.  The DTU15 MSS (Mean Sea Surface) and DTU15LAT (Lowest Astronomical Tide) reference surface , 2016 .

[5]  Jérôme Benveniste,et al.  Annual sea level variability of the coastal ocean: The Baltic Sea‐North Sea transition zone , 2015 .

[6]  A. Persson User Guide to ECMWF forecast products , 2001 .

[7]  Marcello Passaro,et al.  Validation of Significant Wave Height From Improved Satellite Altimetry in the German Bight , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Ole Baltazar Andersen,et al.  ALES+: Adapting a homogenous ocean retracker for satellite altimetry to sea ice leads, coastal and inland waters , 2018, Remote Sensing of Environment.

[9]  Christine Gommenginger,et al.  Retracking Altimeter Waveforms Near the Coasts , 2011 .

[10]  J. Benveniste,et al.  Satellite Altimetry in Coastal Regions , 2017 .

[11]  Anny Cazenave,et al.  Satellite Altimetry over Oceans and Land Surfaces , 2017 .

[12]  W. Bosch,et al.  Residual Tide Analysis in Shallow Water - Contributions of ENVISAT and ERS Altimetry , 2007 .

[13]  Remko Scharroo,et al.  Range and Geophysical Corrections in Coastal Regions: And Implications for Mean Sea Surface Determination , 2011 .

[14]  Enrique D'Onofrio,et al.  Improved Sea Surface Height From Satellite Altimetry in Coastal Zones: A Case Study in Southern Patagonia , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[15]  M. E. Parke,et al.  Accuracy assessment of recent ocean tide models , 1997 .

[16]  W. Bosch,et al.  EOT11A - Empirical Ocean Tide Model from Multi-Mission Satellite Altimetry , 2008 .

[17]  Stefano Vignudelli,et al.  ALES: a multi-mission adaptive subwaveform retracker for coastal and open ocean altimetry , 2014 .

[18]  R. Weisberg,et al.  Comparison of the X-TRACK altimetry estimated currents with moored ADCP and HF radar observations on the West Florida Shelf , 2012, 2307.05430.

[19]  Peter Teunissen,et al.  Variance Component Estimation by the Method of Least-Squares , 2008 .

[20]  F. Flechtner,et al.  FAST TRACK PAPER: Residual ocean tide signals from satellite altimetry, GRACE gravity fields, and hydrodynamic modelling , 2009 .

[21]  G. Brown The average impulse response of a rough surface and its applications , 1977 .

[22]  Jérôme Benveniste,et al.  Cross-calibrating ALES Envisat and CryoSat-2 Delay–Doppler: a coastal altimetry study in the Indonesian Seas , 2016 .

[23]  J. Hunter,et al.  Towards a global higher‐frequency sea level dataset , 2016 .

[24]  G. Hayne,et al.  Radar altimeter mean return waveforms from near-normal-incidence ocean surface scattering , 1980 .

[25]  Gary D. Egbert,et al.  Accuracy assessment of global barotropic ocean tide models , 2014 .

[26]  Ole Baltazar Andersen,et al.  Shallow water tides in the northwest European shelf region from TOPEX/POSEIDON altimetry , 1999 .

[27]  Karl-Rudolf Koch,et al.  Parameter estimation and hypothesis testing in linear models , 1988 .

[28]  O. Andersen,et al.  Recent Arctic Sea Level Variations from Satellites , 2016, Front. Mar. Sci..

[29]  Bruce J. Haines,et al.  In situ Absolute Calibration and Validation: A Link from Coastal to Open-Ocean Altimetry , 2011 .